78 lines
1.8 KiB
C++
78 lines
1.8 KiB
C++
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#include "mat_mul.h"
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#include <cstdlib>
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#include <cstdio>
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#include <pthread.h>
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static float *A, *B, *C;
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static int M, N, K;
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static int num_threads;
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static void* mat_mul_thread(void *data) {
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// TODO: parallelize & optimize matrix multiplication
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int pid = * (int *) data;
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int slice = M / num_threads;
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int start = pid * slice;
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int end = (pid == num_threads - 1) ? M : (pid + 1) * slice;
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int j;
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int i;
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int k;
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int kk, kk_min;
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int bs = 32;
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int NM = (N/8)*8;
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float Aik;
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for (kk = 0; kk < K; kk += bs) {
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for (i = start; i < end; ++i) {
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kk_min = (kk+bs <= K) ? kk+bs : K;
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for (k = kk; k < kk_min; ++k) {
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Aik = A[i * K + k];
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for (j = 0; j < NM; j+=8) {
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C[i * N + j ] += Aik * B[k * N + j ];
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C[i * N + j+1] += Aik * B[k * N + j+1];
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C[i * N + j+2] += Aik * B[k * N + j+2];
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C[i * N + j+3] += Aik * B[k * N + j+3];
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C[i * N + j+4] += Aik * B[k * N + j+4];
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C[i * N + j+5] += Aik * B[k * N + j+5];
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C[i * N + j+6] += Aik * B[k * N + j+6];
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C[i * N + j+7] += Aik * B[k * N + j+7];
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}
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for (j; j < N; j++) {
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C[i * N + j ] += Aik * B[k * N + j ];
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}
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}
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}
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//}
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}
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return NULL;
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}
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void mat_mul(float *_A, float *_B, float *_C, int _M, int _N, int _K, int _num_threads) {
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A = _A, B = _B, C = _C;
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M = _M, N = _N, K = _K;
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num_threads = _num_threads;
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// TODO: create '_num_threads' pthreads
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pthread_t * thread;
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thread = (pthread_t *) malloc(sizeof(pthread_t) * num_threads);
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for (int i = 0; i < num_threads; i++) {
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int * pid = (int *) malloc(sizeof(int));
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*pid = i;
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pthread_create(&thread[i], NULL, mat_mul_thread, pid);
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}
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for (int i = 0; i < num_threads; i++) {
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pthread_join(thread[i], NULL);
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}
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}
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